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awesome-spectral-indices

by awesome-spectral-indices

awesome listPythonpushed almost 2 years ago

A ready-to-use curated list of Spectral Indices for Remote Sensing applications.

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Spectral indices catalog

A curated collection of spectral indices for remote sensing applications.

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What's in the list

257 links in 14 sections, with live GitHub stats.activeno commit in 2y

Used by / JavaScript

  • spectral

    : Awesome Spectral Indices for the Google Earth Engine JavaScript API (Code Editor)

    179almost 2 years

Used by / Python

  • eemont

    : A Python package that extends Google Earth Engine

    420almost 2 years
  • eeExtra

    : A Python package that unifies the Google Earth Engine ecosystem

    63almost 2 years
  • Espectro

    : The Awesome Spectral Indices Streamlit App

    222 years
  • spyndex

    : Awesome Spectral Indices in Python

    193almost 2 years

Used by / Julia

Used by / R

  • rgeeExtra

    : High-level functions to process spatial and simple Earth Engine objects

    42almost 3 years

Vegetation

  • AFRI1600

    : Aerosol Free Vegetation Index (1600 nm)

  • AFRI2100

    : Aerosol Free Vegetation Index (2100 nm)

  • ARI

    : Anthocyanin Reflectance Index

  • ARI2

    : Anthocyanin Reflectance Index 2

  • ARVI

    : Atmospherically Resistant Vegetation Index

  • ATSAVI

    : Adjusted Transformed Soil-Adjusted Vegetation Index

  • AVI

    : Advanced Vegetation Index

  • BCC

    : Blue Chromatic Coordinate

  • BNDVI

    : Blue Normalized Difference Vegetation Index

  • BWDRVI

    : Blue Wide Dynamic Range Vegetation Index

  • bNIRv

    : Blue Near-Infrared Reflectance of Vegetation

  • CCI

    : Chlorophyll Carotenoid Index

  • CIG

    : Chlorophyll Index Green

  • CIRE

    : Chlorophyll Index Red Edge

  • CRI550

    : Carotenoid Reflectance Index using 550 nm

  • CRI700

    : Carotenoid Reflectance Index using 700 nm

  • CVI

    : Chlorophyll Vegetation Index

  • DSI

    : Drought Stress Index

  • DSWI1

    : Disease-Water Stress Index 1

  • DSWI2

    : Disease-Water Stress Index 2

  • DSWI3

    : Disease-Water Stress Index 3

  • DSWI4

    : Disease-Water Stress Index 4

  • DSWI5

    : Disease-Water Stress Index 5

  • DVI

    : Difference Vegetation Index

  • DVIplus

    : Difference Vegetation Index Plus

  • EBI

    : Enhanced Bloom Index

  • ENDVI

    : Enhanced Normalized Difference Vegetation Index

  • EVI

    : Enhanced Vegetation Index

  • EVI2

    : Two-Band Enhanced Vegetation Index

  • EVIv

    : Enhanced Vegetation Index of Vegetation

  • ExG

    : Excess Green Index

  • ExGR

    : ExG - ExR Vegetation Index

  • ExR

    : Excess Red Index

  • FCVI

    : Fluorescence Correction Vegetation Index

  • GARI

    : Green Atmospherically Resistant Vegetation Index

  • GBNDVI

    : Green-Blue Normalized Difference Vegetation Index

  • GCC

    : Green Chromatic Coordinate

  • GDVI

    : Generalized Difference Vegetation Index

  • GEMI

    : Global Environment Monitoring Index

  • GLI

    : Green Leaf Index

  • GM1

    : Gitelson and Merzlyak Index 1

  • GM2

    : Gitelson and Merzlyak Index 2

  • GNDVI

    : Green Normalized Difference Vegetation Index

  • GOSAVI

    : Green Optimized Soil Adjusted Vegetation Index

  • GRNDVI

    : Green-Red Normalized Difference Vegetation Index

  • GRVI

    : Green Ratio Vegetation Index

  • GSAVI

    : Green Soil Adjusted Vegetation Index

  • GVMI

    : Global Vegetation Moisture Index

  • IAVI

    : New Atmospherically Resistant Vegetation Index

  • IKAW

    : Kawashima Index

  • IPVI

    : Infrared Percentage Vegetation Index

  • IRECI

    : Inverted Red-Edge Chlorophyll Index

  • MCARI

    : Modified Chlorophyll Absorption in Reflectance Index

  • MCARI1

    : Modified Chlorophyll Absorption in Reflectance Index 1

  • MCARI2

    : Modified Chlorophyll Absorption in Reflectance Index 2

  • MCARI705

    : Modified Chlorophyll Absorption in Reflectance Index (705 and 750 nm)

  • MCARIOSAVI

    : MCARI/OSAVI Ratio

  • MCARIOSAVI705

    : MCARI/OSAVI Ratio (705 and 750 nm)

  • MGRVI

    : Modified Green Red Vegetation Index

  • MNDVI

    : Modified Normalized Difference Vegetation Index

  • MNLI

    : Modified Non-Linear Vegetation Index

  • MRBVI

    : Modified Red Blue Vegetation Index

  • MSAVI

    : Modified Soil-Adjusted Vegetation Index

  • MSI

    : Moisture Stress Index

  • MSR

    : Modified Simple Ratio

  • MSR705

    : Modified Simple Ratio (705 and 750 nm)

  • MTCI

    : MERIS Terrestrial Chlorophyll Index

  • MTVI1

    : Modified Triangular Vegetation Index 1

  • MTVI2

    : Modified Triangular Vegetation Index 2

  • mND705

    : Modified Normalized Difference (705, 750 and 445 nm)

  • mSR705

    : Modified Simple Ratio (705 and 445 nm)

  • ND705

    : Normalized Difference (705 and 750 nm)

  • NDDI

    : Normalized Difference Drought Index

  • NDGI

    : Normalized Difference Greenness Index

  • NDII

    : Normalized Difference Infrared Index

  • NDMI

    : Normalized Difference Moisture Index

  • NDPI

    : Normalized Difference Phenology Index

  • NDREI

    : Normalized Difference Red Edge Index

  • NDVI

    : Normalized Difference Vegetation Index

  • NDVI705

    : Normalized Difference Vegetation Index (705 and 750 nm)

  • NDYI

    : Normalized Difference Yellowness Index

  • NGRDI

    : Normalized Green Red Difference Index

  • NIRv

    : Near-Infrared Reflectance of Vegetation

  • NIRvH2

    : Hyperspectral Near-Infrared Reflectance of Vegetation

  • NIRvP

    : Near-Infrared Reflectance of Vegetation and Incoming PAR

  • NLI

    : Non-Linear Vegetation Index

  • NMDI

    : Normalized Multi-band Drought Index

  • NRFIg

    : Normalized Rapeseed Flowering Index Green

  • NRFIr

    : Normalized Rapeseed Flowering Index Red

  • NormG

    : Normalized Green

  • NormNIR

    : Normalized NIR

  • NormR

    : Normalized Red

  • OCVI

    : Optimized Chlorophyll Vegetation Index

  • OSAVI

    : Optimized Soil-Adjusted Vegetation Index

  • PSRI

    : Plant Senescing Reflectance Index

  • RCC

    : Red Chromatic Coordinate

  • RDVI

    : Renormalized Difference Vegetation Index

  • REDSI

    : Red-Edge Disease Stress Index

  • RENDVI

    : Red Edge Normalized Difference Vegetation Index

  • RGBVI

    : Red Green Blue Vegetation Index

  • RGRI

    : Red-Green Ratio Index

  • RI

    : Redness Index

  • RVI

    : Ratio Vegetation Index

  • S2REP

    : Sentinel-2 Red-Edge Position

  • SARVI

    : Soil Adjusted and Atmospherically Resistant Vegetation Index

  • SAVI

    : Soil-Adjusted Vegetation Index

  • SAVI2

    : Soil-Adjusted Vegetation Index 2

  • SEVI

    : Shadow-Eliminated Vegetation Index

  • SI

    : Shadow Index

  • SIPI

    : Structure Insensitive Pigment Index

  • SLAVI

    : Specific Leaf Area Vegetation Index

  • SR

    : Simple Ratio

  • SR2

    : Simple Ratio (800 and 550 nm)

  • SR3

    : Simple Ratio (860, 550 and 708 nm)

  • SR555

    : Simple Ratio (555 and 750 nm)

  • SR705

    : Simple Ratio (705 and 750 nm)

  • SeLI

    : Sentinel-2 LAI Green Index

  • sNIRvLSWI

    : SWIR-enhanced Near-Infrared Reflectance of Vegetation for LSWI

  • sNIRvNDPI

    : SWIR-enhanced Near-Infrared Reflectance of Vegetation for NDPI

  • sNIRvNDVILSWIP

    : SWIR-enhanced Near-Infrared Reflectance of Vegetation for the NDVI-LSWI Product

  • sNIRvNDVILSWIS

    : SWIR-enhanced Near-Infrared Reflectance of Vegetation for the NDVI-LSWI Sum

  • sNIRvSWIR

    : SWIR-enhanced Near-Infrared Reflectance of Vegetation

  • TCARI

    : Transformed Chlorophyll Absorption in Reflectance Index

  • TCARIOSAVI

    : TCARI/OSAVI Ratio

  • TCARIOSAVI705

    : TCARI/OSAVI Ratio (705 and 750 nm)

  • TCI

    : Triangular Chlorophyll Index

  • TDVI

    : Transformed Difference Vegetation Index

  • TGI

    : Triangular Greenness Index

  • TRRVI

    : Transformed Red Range Vegetation Index

  • TSAVI

    : Transformed Soil-Adjusted Vegetation Index

  • TTVI

    : Transformed Triangular Vegetation Index

  • TVI

    : Transformed Vegetation Index

  • TriVI

    : Triangular Vegetation Index

  • VARI

    : Visible Atmospherically Resistant Index

  • VARI700

    : Visible Atmospherically Resistant Index (700 nm)

  • VI700

    : Vegetation Index (700 nm)

  • VIG

    : Vegetation Index Green

  • WDRVI

    : Wide Dynamic Range Vegetation Index

  • WDVI

    : Weighted Difference Vegetation Index

Water

  • ANDWI

    : Augmented Normalized Difference Water Index

  • AWEInsh

    : Automated Water Extraction Index

  • AWEIsh

    : Automated Water Extraction Index with Shadows Elimination

  • FAI

    : Floating Algae Index

  • LSWI

    : Land Surface Water Index

  • MBWI

    : Multi-Band Water Index

  • MLSWI26

    : Modified Land Surface Water Index (MODIS Bands 2 and 6)

  • MLSWI27

    : Modified Land Surface Water Index (MODIS Bands 2 and 7)

  • MNDWI

    : Modified Normalized Difference Water Index

  • MuWIR

    : Revised Multi-Spectral Water Index

  • NDCI

    : Normalized Difference Chlorophyll Index

  • NDPonI

    : Normalized Difference Pond Index

  • NDTI

    : Normalized Difference Turbidity Index

  • NDVIMNDWI

    : NDVI-MNDWI Model

  • NDWI

    : Normalized Difference Water Index

  • NDWIns

    : Normalized Difference Water Index with no Snow Cover and Glaciers

  • NWI

    : New Water Index

  • OSI

    : Oil Spill Index

  • PI

    : Plastic Index

  • RNDVI

    : Reversed Normalized Difference Vegetation Index

  • S2WI

    : Sentinel-2 Water Index

  • SWM

    : Sentinel Water Mask

  • TWI

    : Triangle Water Index

  • WI1

    : Water Index 1

  • WI2

    : Water Index 2

  • WI2015

    : Water Index 2015

  • WRI

    : Water Ratio Index

Burn

  • BAI

    : Burned Area Index

  • BAIM

    : Burned Area Index adapted to MODIS

  • BAIS2

    : Burned Area Index for Sentinel 2

  • CSI

    : Char Soil Index

  • CSIT

    : Char Soil Index Thermal

  • MIRBI

    : Mid-Infrared Burn Index

  • NBR

    : Normalized Burn Ratio

  • NBR2

    : Normalized Burn Ratio 2

  • NBRSWIR

    : Normalized Burn Ratio SWIR

  • NBRT1

    : Normalized Burn Ratio Thermal 1

  • NBRT2

    : Normalized Burn Ratio Thermal 2

  • NBRT3

    : Normalized Burn Ratio Thermal 3

  • NBRplus

    : Normalized Burn Ratio Plus

  • NDSWIR

    : Normalized Difference SWIR

  • NDVIT

    : Normalized Difference Vegetation Index Thermal

  • NSTv1

    : NIR-SWIR-Temperature Version 1

  • NSTv2

    : NIR-SWIR-Temperature Version 2

  • SAVIT

    : Soil-Adjusted Vegetation Index Thermal

  • VI6T

    : VI6T Index

Snow

  • NBSIMS

    : Non-Binary Snow Index for Multi-Component Surfaces

  • NDGlaI

    : Normalized Difference Glacier Index

  • NDSI

    : Normalized Difference Snow Index

  • NDSII

    : Normalized Difference Snow Ice Index

  • NDSInw

    : Normalized Difference Snow Index with no Water

  • NDSaII

    : Normalized Difference Snow and Ice Index

  • S3

    : S3 Snow Index

  • SWI

    : Snow Water Index

Urban

  • BLFEI

    : Built-Up Land Features Extraction Index

  • BRBA

    : Band Ratio for Built-up Area

  • DBI

    : Dry Built-Up Index

  • EBBI

    : Enhanced Built-Up and Bareness Index

  • IBI

    : Index-Based Built-Up Index

  • NBAI

    : Normalized Built-up Area Index

  • NBUI

    : New Built-Up Index

  • NDBI

    : Normalized Difference Built-Up Index

  • NDISIb

    : Normalized Difference Impervious Surface Index Blue

  • NDISIg

    : Normalized Difference Impervious Surface Index Green

  • NDISImndwi

    : Normalized Difference Impervious Surface Index with MNDWI

  • NDISIndwi

    : Normalized Difference Impervious Surface Index with NDWI

  • NDISIr

    : Normalized Difference Impervious Surface Index Red

  • NHFD

    : Non-Homogeneous Feature Difference

  • PISI

    : Perpendicular Impervious Surface Index

  • UI

    : Urban Index

  • VIBI

    : Vegetation Index Built-up Index

  • VgNIRBI

    : Visible Green-Based Built-Up Index

  • VrNIRBI

    : Visible Red-Based Built-Up Index

Soil

  • BI

    : Bare Soil Index

  • BITM

    : Landsat TM-based Brightness Index

  • BIXS

    : SPOT HRV XS-based Brightness Index

  • BaI

    : Bareness Index

  • DBSI

    : Dry Bareness Index

  • EMBI

    : Enhanced Modified Bare Soil Index

  • MBI

    : Modified Bare Soil Index

  • NBLI

    : Normalized Difference Bare Land Index

  • NBLIOLI

    : Normalized Difference Bare Land Index for Landsat-OLI

  • NDBaI

    : Normalized Difference Bareness Index

  • NDSIWV

    : WorldView Normalized Difference Soil Index

  • NDSoI

    : Normalized Difference Soil Index

  • NSDS

    : Normalized Shortwave Infrared Difference Soil-Moisture

  • NSDSI1

    : Normalized Shortwave-Infrared Difference Bare Soil Moisture Index 1

  • NSDSI2

    : Normalized Shortwave-Infrared Difference Bare Soil Moisture Index 2

  • NSDSI3

    : Normalized Shortwave-Infrared Difference Bare Soil Moisture Index 3

  • RI4XS

    : SPOT HRV XS-based Redness Index 4

Kernel

  • kEVI

    : Kernel Enhanced Vegetation Index

  • kIPVI

    : Kernel Infrared Percentage Vegetation Index

  • kNDVI

    : Kernel Normalized Difference Vegetation Index

  • kRVI

    : Kernel Ratio Vegetation Index

  • kVARI

    : Kernel Visible Atmospherically Resistant Index

Radar

  • DPDD

    : Dual-Pol Diagonal Distance

  • DpRVIHH

    : Dual-Polarized Radar Vegetation Index HH

  • DpRVIVV

    : Dual-Polarized Radar Vegetation Index VV

  • NDPolI

    : Normalized Difference Polarization Index

  • QpRVI

    : Quad-Polarized Radar Vegetation Index

  • RFDI

    : Radar Forest Degradation Index

  • VDDPI

    : Vertical Dual De-Polarization Index

  • VHVVD

    : VH-VV Difference

  • VHVVP

    : VH-VV Product

  • VHVVR

    : VH-VV Ratio

  • VVVHD

    : VV-VH Difference

  • VVVHR

    : VV-VH Ratio

  • VVVHS

    : VV-VH Sum

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